latest
16GB
minicpm-llama3-2.5-8b-16-v With only 8B parameters, it surpasses widely used proprietary models like GPT-4V-1106, Gemini Pro, Claude 3 and Qwen-VL-Max and greatly outperforms other Llama 3-based MLLMs
8B
351 Pulls Updated 3 months ago
a7a6ce348ebc · 16GB
-
general.architecturellama
-
general.file_typeF16
-
llama.attention.head_count32
-
llama.attention.head_count_kv8
-
llama.attention.layer_norm_rms_epsilon1e-05
-
llama.block_count32
-
llama.context_length8192
-
llama.embedding_length4096
-
llama.feed_forward_length14336
-
llama.rope.dimension_count128
-
llama.rope.freq_base500000
-
llama.vocab_size128256
-
tokenizer.ggml.bos_token_id128000
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tokenizer.ggml.eos_token_id128001
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tokenizer.ggml.merges[Ġ Ġ Ġ ĠĠĠ ĠĠ ĠĠ ĠĠĠ Ġ i n ...]
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tokenizer.ggml.modelgpt2
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tokenizer.ggml.padding_token_id0
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tokenizer.ggml.scores[0 0 0 0 0 ...]
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tokenizer.ggml.token_type[1 1 1 1 1 ...]
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tokenizer.ggml.tokens[! " # $ % ...]
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tokenizer.ggml.unknown_token_id128002
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NameTypeShape
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token_embd.weightF16[4096 128256]
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blk.0.ffn_down.weightF16[14336 4096]
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blk.0.ffn_gate.weightF16[4096 14336]
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blk.0.ffn_up.weightF16[4096 14336]
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blk.0.ffn_norm.weightF32[4096]
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blk.0.attn_k.weightF16[4096 1024]
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blk.0.attn_output.weightF16[4096 4096]
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blk.0.attn_q.weightF16[4096 4096]
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blk.0.attn_v.weightF16[4096 1024]
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blk.1.attn_norm.weightF32[4096]
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blk.1.ffn_down.weightF16[14336 4096]
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blk.1.ffn_gate.weightF16[4096 14336]
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blk.1.ffn_up.weightF16[4096 14336]
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blk.1.ffn_norm.weightF32[4096]
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blk.1.attn_k.weightF16[4096 1024]
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blk.1.attn_output.weightF16[4096 4096]
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blk.1.attn_q.weightF16[4096 4096]
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blk.1.attn_v.weightF16[4096 1024]
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blk.2.attn_norm.weightF32[4096]
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blk.2.ffn_down.weightF16[14336 4096]
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blk.2.ffn_gate.weightF16[4096 14336]
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blk.2.ffn_up.weightF16[4096 14336]
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blk.2.ffn_norm.weightF32[4096]
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blk.2.attn_k.weightF16[4096 1024]
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blk.2.attn_output.weightF16[4096 4096]
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blk.3.attn_norm.weightF32[4096]
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blk.3.ffn_down.weightF16[14336 4096]
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blk.3.ffn_gate.weightF16[4096 14336]
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blk.3.ffn_up.weightF16[4096 14336]
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blk.3.ffn_norm.weightF32[4096]
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blk.4.ffn_down.weightF16[14336 4096]
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blk.4.ffn_gate.weightF16[4096 14336]
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blk.4.ffn_up.weightF16[4096 14336]
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blk.4.ffn_norm.weightF32[4096]
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blk.4.attn_k.weightF16[4096 1024]
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blk.4.attn_output.weightF16[4096 4096]
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blk.4.attn_q.weightF16[4096 4096]
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blk.4.attn_v.weightF16[4096 1024]
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blk.5.attn_norm.weightF32[4096]
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blk.5.ffn_down.weightF16[14336 4096]
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blk.5.ffn_gate.weightF16[4096 14336]
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blk.5.ffn_up.weightF16[4096 14336]
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blk.5.ffn_norm.weightF32[4096]
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blk.5.attn_k.weightF16[4096 1024]
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blk.6.ffn_up.weightF16[4096 14336]
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blk.7.ffn_norm.weightF32[4096]
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blk.7.attn_q.weightF16[4096 4096]
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blk.8.ffn_up.weightF16[4096 14336]
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blk.8.attn_q.weightF16[4096 4096]
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blk.8.attn_v.weightF16[4096 1024]
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blk.8.attn_norm.weightF32[4096]
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blk.8.ffn_down.weightF16[14336 4096]
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blk.8.ffn_norm.weightF32[4096]
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blk.9.attn_norm.weightF32[4096]
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blk.9.ffn_down.weightF16[14336 4096]
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blk.9.ffn_up.weightF16[4096 14336]
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blk.9.ffn_norm.weightF32[4096]
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blk.9.attn_k.weightF16[4096 1024]
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blk.9.attn_output.weightF16[4096 4096]
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blk.9.attn_q.weightF16[4096 4096]
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blk.9.attn_v.weightF16[4096 1024]
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blk.10.attn_norm.weightF32[4096]
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blk.10.ffn_down.weightF16[14336 4096]
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blk.10.ffn_gate.weightF16[4096 14336]
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blk.10.ffn_up.weightF16[4096 14336]
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blk.10.ffn_norm.weightF32[4096]
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blk.10.attn_k.weightF16[4096 1024]
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blk.10.attn_output.weightF16[4096 4096]
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blk.10.attn_q.weightF16[4096 4096]
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blk.11.ffn_norm.weightF32[4096]
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blk.12.ffn_up.weightF16[4096 14336]
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blk.12.ffn_norm.weightF32[4096]
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blk.13.attn_norm.weightF32[4096]
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blk.13.ffn_down.weightF16[14336 4096]
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blk.13.ffn_up.weightF16[4096 14336]
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blk.13.ffn_norm.weightF32[4096]
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blk.14.attn_norm.weightF32[4096]
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blk.15.ffn_up.weightF16[4096 14336]
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blk.15.ffn_norm.weightF32[4096]
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blk.15.attn_output.weightF16[4096 4096]
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blk.15.attn_q.weightF16[4096 4096]
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blk.16.attn_norm.weightF32[4096]
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blk.16.ffn_down.weightF16[14336 4096]
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blk.16.ffn_gate.weightF16[4096 14336]
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blk.16.ffn_up.weightF16[4096 14336]
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blk.16.ffn_norm.weightF32[4096]
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blk.16.attn_k.weightF16[4096 1024]
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blk.16.attn_output.weightF16[4096 4096]
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blk.16.attn_q.weightF16[4096 4096]
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blk.16.attn_v.weightF16[4096 1024]
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blk.17.attn_norm.weightF32[4096]
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blk.17.ffn_down.weightF16[14336 4096]
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blk.17.ffn_up.weightF16[4096 14336]
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blk.18.attn_norm.weightF32[4096]
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blk.18.ffn_down.weightF16[14336 4096]
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blk.18.ffn_up.weightF16[4096 14336]
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blk.18.ffn_norm.weightF32[4096]
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blk.21.ffn_norm.weightF32[4096]
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blk.21.attn_k.weightF16[4096 1024]
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blk.21.attn_output.weightF16[4096 4096]
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blk.21.attn_q.weightF16[4096 4096]
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blk.21.attn_v.weightF16[4096 1024]
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blk.22.attn_norm.weightF32[4096]
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blk.22.ffn_down.weightF16[14336 4096]
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blk.22.ffn_gate.weightF16[4096 14336]
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blk.22.ffn_up.weightF16[4096 14336]
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blk.22.ffn_norm.weightF32[4096]
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blk.22.attn_output.weightF16[4096 4096]
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blk.22.attn_q.weightF16[4096 4096]
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blk.23.attn_norm.weightF32[4096]
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blk.23.ffn_down.weightF16[14336 4096]
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blk.23.ffn_gate.weightF16[4096 14336]
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blk.23.ffn_up.weightF16[4096 14336]
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blk.23.ffn_norm.weightF32[4096]
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blk.23.attn_k.weightF16[4096 1024]
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blk.23.attn_output.weightF16[4096 4096]
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blk.23.attn_q.weightF16[4096 4096]
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blk.23.attn_v.weightF16[4096 1024]
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blk.24.attn_norm.weightF32[4096]
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blk.24.ffn_down.weightF16[14336 4096]
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blk.24.ffn_gate.weightF16[4096 14336]
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blk.24.ffn_up.weightF16[4096 14336]
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blk.24.ffn_norm.weightF32[4096]
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blk.24.attn_k.weightF16[4096 1024]
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blk.24.attn_output.weightF16[4096 4096]
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blk.24.attn_q.weightF16[4096 4096]
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blk.24.attn_v.weightF16[4096 1024]
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blk.25.ffn_gate.weightF16[4096 14336]
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blk.25.ffn_up.weightF16[4096 14336]
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blk.25.attn_k.weightF16[4096 1024]
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blk.25.attn_output.weightF16[4096 4096]
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blk.25.attn_q.weightF16[4096 4096]
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blk.25.attn_v.weightF16[4096 1024]
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blk.25.attn_norm.weightF32[4096]
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blk.25.ffn_down.weightF16[14336 4096]
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blk.25.ffn_norm.weightF32[4096]
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blk.26.attn_norm.weightF32[4096]
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blk.26.ffn_down.weightF16[14336 4096]
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blk.26.ffn_gate.weightF16[4096 14336]
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blk.26.ffn_up.weightF16[4096 14336]
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blk.26.ffn_norm.weightF32[4096]
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blk.26.attn_output.weightF16[4096 4096]
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blk.26.attn_q.weightF16[4096 4096]
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blk.26.attn_v.weightF16[4096 1024]
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blk.27.attn_norm.weightF32[4096]
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blk.27.ffn_down.weightF16[14336 4096]
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blk.27.ffn_gate.weightF16[4096 14336]
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blk.27.ffn_up.weightF16[4096 14336]
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blk.27.ffn_norm.weightF32[4096]
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blk.27.attn_k.weightF16[4096 1024]
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blk.27.attn_output.weightF16[4096 4096]
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blk.27.attn_q.weightF16[4096 4096]
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blk.28.attn_norm.weightF32[4096]
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blk.28.ffn_gate.weightF16[4096 14336]
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blk.28.ffn_up.weightF16[4096 14336]
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blk.28.ffn_norm.weightF32[4096]
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blk.28.attn_k.weightF16[4096 1024]
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blk.28.attn_output.weightF16[4096 4096]
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blk.28.attn_q.weightF16[4096 4096]
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blk.28.attn_v.weightF16[4096 1024]
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blk.29.attn_norm.weightF32[4096]
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blk.29.ffn_down.weightF16[14336 4096]
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blk.29.ffn_gate.weightF16[4096 14336]
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blk.29.ffn_up.weightF16[4096 14336]
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blk.29.attn_output.weightF16[4096 4096]
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blk.29.attn_q.weightF16[4096 4096]
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Metadata
Tensors
blk.0
blk.1
blk.2
blk.3
blk.4
blk.5
blk.6
blk.7
blk.8
blk.9
blk.10
blk.11
blk.12
blk.13
blk.14
blk.15
blk.16
blk.17
blk.18
blk.19
blk.20
blk.21
blk.22
blk.23
blk.24
blk.25
blk.26
blk.27
blk.28
blk.29
blk.30
blk.31